Connecting Image Denoising and High-Level Vision Tasks via Deep Learning

Connecting Image Denoising and High-Level Vision Tasks via Deep Learning

6 September 2018

Thomas S. Huang

Papers citing "Connecting Image Denoising and High-Level Vision Tasks via Deep Learning"

18 / 18 papers shown

Title
Prompt-SID: Learning Structural Representation Prompt via Latent Diffusion for Single-Image Denoising Huaqiu Li Wang Zhang Xiaowan Hu Tao Jiang Zikang Chen Haoqian Wang DiffM 181 0 0 10 Feb 2025
Learning Point Spread Function Invertibility Assessment for Image Deconvolution Romario Gualdrón-Hurtado Roman Jacome Sergio Urrea Henry Arguello Luis Gonzalez 86 0 0 28 Jan 2025
Backdoor Attacks against Image-to-Image Networks Wenbo Jiang Hongwei Li Jiaming He Rui Zhang Guowen Xu Tianwei Zhang Rongxing Lu AAML 35 3 0 15 Jul 2024
FriendNet: Detection-Friendly Dehazing Network Yihua Fan Yongzhen Wang Mingqiang Wei F. Wang H. Xie 38 4 0 07 Mar 2024
Generalizable Denoising of Microscopy Images using Generative Adversarial Networks and Contrastive Learning Félix Fuentes-Hurtado J. Sibarita V. Viasnoff DiffM MedIm 20 2 0 27 Mar 2023
DarkVision: A Benchmark for Low-light Image/Video Perception Bo Zhang Yuchen Guo Runzhao Yang Zhihong Zhang Jiayi Xie J. Suo Qionghai Dai 18 7 0 16 Jan 2023
DnSwin: Toward Real-World Denoising via Continuous Wavelet Sliding-Transformer Hao Li Zhijing Yang Xiaobin Hong Ziying Zhao Junyang Chen Yukai Shi Jin-shan Pan DiffM ViT 36 11 0 28 Jul 2022
Robust Scene Inference under Noise-Blur Dual Corruptions Bhavya Goyal Jean-François Lalonde Yin Li Mohit Gupta NoLa 16 1 0 24 Jul 2022
Deep Semantic Statistics Matching (D2SM) Denoising Network Kangfu Mei Vishal M. Patel Rui Huang DiffM 18 8 0 19 Jul 2022
Blind2Unblind: Self-Supervised Image Denoising with Visible Blind Spots Zejin Wang Jiazheng Liu Guoqing Li Hua Han SSL 16 125 0 14 Mar 2022
A Note on Machine Learning Approach for Computational Imaging Bin Dong 23 0 0 24 Feb 2022
SAPNet: Segmentation-Aware Progressive Network for Perceptual Contrastive Deraining Shen Zheng Chan Lu Yuxiong Wu Gaurav Gupta 31 30 0 17 Nov 2021
R3L: Connecting Deep Reinforcement Learning to Recurrent Neural Networks for Image Denoising via Residual Recovery Rongkai Zhang Jiang Zhu Zhiyuan Zha Justin Dauwels B. Wen 26 6 0 12 Jul 2021
Do Noises Bother Human and Neural Networks In the Same Way? A Medical Image Analysis Perspective Shao-Cheng Wen Yu-Jen Chen Zihao Liu Wujie Wen Xiaowei Xu Yiyu Shi Tsung-Yi Ho Qianjun Jia Meiping Huang Zhuang Jian MedIm 27 5 0 04 Nov 2020
Learning to Zoom-in via Learning to Zoom-out: Real-world Super-resolution by Generating and Adapting Degradation Dong Gong Wei Sun Javen Qinfeng Shi Anton van den Hengel Yanning Zhang SupR 18 27 0 08 Jan 2020
Semantic Guided Single Image Reflection Removal Yunfei Liu Yu Li Shaodi You Feng Lu 16 15 0 27 Jul 2019
A Review on Deep Learning in Medical Image Reconstruction Hai-Miao Zhang Bin Dong MedIm 32 122 0 23 Jun 2019
$UG$^{2+}$ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments$ UG $^{2+}$ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments Ye Yuan Wenhan Yang Wenqi Ren Xin Liu Cheng Chi Haiquan Wang 3DV 41 227 0 09 Apr 2019